Dimensionally Aware Genetic Programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.7970
- @InProceedings{keijzer:1999:DAGP,
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author = "Maarten Keijzer and Vladan Babovic",
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title = "Dimensionally Aware Genetic Programming",
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booktitle = "Proceedings of the Genetic and Evolutionary
Computation Conference",
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year = "1999",
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editor = "Wolfgang Banzhaf and Jason Daida and
Agoston E. Eiben and Max H. Garzon and Vasant Honavar and
Mark Jakiela and Robert E. Smith",
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volume = "2",
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pages = "1069--1076",
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address = "Orlando, Florida, USA",
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publisher_address = "San Francisco, CA 94104, USA",
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month = "13-17 " # jul,
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publisher = "Morgan Kaufmann",
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keywords = "genetic algorithms, genetic programming",
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ISBN = "1-55860-611-4",
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URL = "http://gpbib.cs.ucl.ac.uk/gecco1999/GP-420.ps",
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URL = "http://gpbib.cs.ucl.ac.uk/gecco1999/GP-420.pdf",
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size = "8 pages",
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abstract = "Physical measurements are generally accompanied by
their units of measurement. This contribution
introduces an extension of genetic programming that
exploits the information captured in the units of
measurement and compares it against standard methods of
genetic programming. The motivations for the
development of this dimensionally-aware GP are twofold:
to enhance the search efficiency by using the knowledge
contained in the dimension information and to enhance
the interpretability of the produced formulae. The
performance of GP is examined on a number of
experiments and the results are reported for four
variants of GP.",
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notes = "GECCO-99 A joint meeting of the eighth international
conference on genetic algorithms (ICGA-99) and the
fourth annual genetic programming conference (GP-99)",
- }
Genetic Programming entries for
Maarten Keijzer
Vladan Babovic
Citations